{"id":"W2300461369","doi":"10.5539/jel.v5n2p129","title":"Using Generic Inductive Approach in Qualitative Educational Research: A Case Study Analysis","year":2016,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Social Development and Education Research","field":"Social Sciences","cited_by":159,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Inductive method; Educational research; Qualitative analysis; Mathematics education; Inductive reasoning; Quality (philosophy); Computer science; Empirical research; Psychology; Teaching method; Sociology; Epistemology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05370622,0.0006790707,0.0007905761,0.003532709,0.00669697,0.003858793,0.002329798,0.002709696,0.001505848],"category_scores_gemma":[0.03548733,0.0004964073,0.001015794,0.006616418,0.01033713,0.003297385,0.006685013,0.00146231,0.0002958502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005702805,"about_ca_system_score_gemma":0.00615807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002912322,"about_ca_topic_score_gemma":0.005966705,"domain_scores_codex":[0.9377976,0.05482395,0.001630276,0.001301888,0.003186855,0.001259447],"domain_scores_gemma":[0.9616932,0.03063231,0.001979464,0.002525831,0.00254353,0.0006256981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002170559,0.0003952846,0.007593541,0.003555658,0.00006838284,0.006140864,0.6585981,0.002341217,0.006612977,0.1677136,0.006483744,0.1402797],"study_design_scores_gemma":[0.0002180546,0.0005013496,0.005885778,0.005212286,0.0001388086,0.005917638,0.6874788,0.01408547,0.01003632,0.1015323,0.1687713,0.0002218747],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3241141,0.002045541,0.6115938,0.009081626,0.0003371087,0.01885647,0.000567508,0.0002618262,0.03314188],"genre_scores_gemma":[0.513823,0.00133321,0.4711795,0.001486044,0.00003634246,0.009788502,0.0001844552,0.0000640905,0.002104809],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05370622,"threshold_uncertainty_score":0.284029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5627251642143853,"score_gpt":0.6063069154961942,"score_spread":0.04358175128180886,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}